Amazon_recSys/results_fourthPlot.txt at master · shervinee/Amazon_recSys · GitHub

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------------
Fold 1
RMSE: 1.1146
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Fold 2
RMSE: 1.1033
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Fold 3
RMSE: 1.0979
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Fold 4
RMSE: 1.0961
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Fold 5
RMSE: 1.1029
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Mean RMSE: 1.1029
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Evaluating RMSE of algorithm SVD.

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Fold 1
RMSE: 1.1665
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Fold 2
RMSE: 1.1584
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Fold 3
RMSE: 1.1526
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Fold 4
RMSE: 1.1536
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Fold 5
RMSE: 1.1608
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Mean RMSE: 1.1584
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Evaluating RMSE of algorithm KNNBaseline.

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Fold 1
Estimating biases using als...
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1014
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Fold 2
Estimating biases using als...
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.0901
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Fold 3
Estimating biases using als...
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.0839
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Fold 4
Estimating biases using als...
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.0849
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Fold 5
Estimating biases using als...
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.0906
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------------
Mean RMSE: 1.0902
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Evaluating RMSE of algorithm KNNBasic.

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Fold 1
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1775
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Fold 2
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1711
------------
Fold 3
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1678
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Fold 4
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1651
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Fold 5
Computing the pearson similarity matrix...
Done computing similarity matrix.
RMSE: 1.1738
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Mean RMSE: 1.1710
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------------